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.@fchollet presentando en @ycombinator Start Up School
Presenta en:
* El camino hacia AGI
* ARCO-AGI-3
* Cómo la inteligencia está construyendo *nuevas habilidades*, no maximizando la memorización
3 jul 2025
François Chollet (@fchollet) on the ARC Prize and how we get to AGI.
At AI Startup School in San Francisco.
00:00 - The Falling Cost of Compute
00:57 - Deep-Learning’s Scaling Era & Benchmarks
01:59 - The ARC Benchmark
03:02 - The 2024 Shift to Test-Time Adaptation
05:01 - What Is Intelligence?
07:12 - Why Benchmarks Matter (and Mislead)
08:57 - ARC 1 Exposes Scaling Limits
10:58 - ARC 2: Compositional Reasoning Arrives
12:55 - Humans vs. Models on ARC2
14:58 - Previewing ARC3 & Interactive Agency
17:00 - Kaleidoscopic Hypothesis and Abstractions
22:00 - Type 1 vs. Type 2 Abstractions
26:00 - Discrete Program Search & Inventive AI
29:00 - Fusing Intuition with Symbolic Reasoning
32:00 - Building AGI Through Meta-Learning Systems
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